Data Intelligence Lab

Data Intelligence Lab performs research on machine learning and statistical learning. 

PI: Sael Lee (SL) focuses on machine learning for healthcare, tensor analysis/data mining, and bioinformatics.

PI: Soon-Sun Kwon focuses on statistical learning for clinical trials, medical statistics and longitudinal data structure.

Specific Research Topics (SL): 

• Machine learning for healthcare

  • INTERPRETABLE machine learning 

  • Deep learning for healthcare (bio-signals) 

• Tensor analysis/data mining

  • Heterogeneous data INTEGRATION via tensor decomposition 

  • Graph analysis and generation

• Bioinformatics

  • Causal gene prioritization via prior knowledge INCORPORATION

  • 3D structure search